The bottleneck moved from generation to verification. Stack Overflow trust fell 40%→29% in a year, METR measured AI at 19% slower, and Veracode found AI code 2.74x more likely to carry vulnerabilities. Here's the 10-point review checklist that catches it.
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The one-line summary
41% of all code produced globally is now AI-generated — and in some organizations AI authorship already sits at 90%. Only 29% of developers trust the accuracy of the tools that write it, and 66% report spending more time debugging AI output than expected.
Veracode tracked 100-plus models for a year. AI-generated code security is stuck at a 56% pass rate, even as AI now writes half…
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Ask your team what percentage of your production codebase was written by an AI last quarter. You'll...
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